Indices · 2026-10-01

Six numbers to watch.

Daily market indices for LLM usage: reasoning share, free traffic, open weights, geography, concentration, and blended price. Formulas in the methodology.

464 models catalogued upstream on OpenRouter as of 2026-10-02.

Reasoning share

91.54%

-2.15pp · 30d

Free-traffic share

4.76%

-6.96pp · 30d

HHI (top-10)

855

+302.68 pts · 30d

Median $ / M paid

$0.395

$-0.51 · 30d

Reasoning Share Index

Share of tracked tokens going to reasoning-flagged models.

Tidelines — LLM usage and market share
Data: OpenRouter, Vercel AI Gateway as of 2026-10-01 · Source: tidelines.ai/indices

Free-Traffic Index

Share of tokens routed through :free variants.

Tidelines — LLM usage and market share
Data: OpenRouter, Vercel AI Gateway as of 2026-10-01 · Source: tidelines.ai/indices

HHI top-10 concentration

Herfindahl-Hirschman on the daily top-10 model shares. Higher = more concentrated.

Tidelines — LLM usage and market share
Data: OpenRouter, Vercel AI Gateway as of 2026-10-01 · Source: tidelines.ai/indices

Median blended price paid

Usage-weighted median of (0.3·prompt + 0.7·completion) $ / M tokens across all tracked models.

Tidelines — LLM usage and market share

Peak tracked volume: 25T tokens/day.

Data: OpenRouter, Vercel AI Gateway as of 2026-10-01 · Source: tidelines.ai/indices

Open weights vs closed

Share of tracked tokens routed to open-weights models.

Tidelines — LLM usage and market share
Open-weights
Data: OpenRouter as of 2026-10-01 · Source: tidelines.ai/indices

China vs Western labs

Share of tracked tokens routed to Chinese labs versus US & European labs.

Tidelines — LLM usage and market share
ChinaUS & Europe
Data: OpenRouter as of 2026-10-01 · Source: tidelines.ai/indices

Top-10 HHI

Top-10 model share HHI stood at 855 on 2026-10-01 — higher = more concentrated. Source: Tidelines indices.